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  • ↑ Machine Learning ↑
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  • Neural Networks

  • ↓ Convolutional Neural Networks ↓
  • ↓ Recurrent Neural Networks ↓
  • ↓ Deep Reinforcement Learning ↓
  • Neural Networks

  • TensorFlow Playground

    educational visualization

  • ConvNetJS Web Llibrary

    Javascript library for training Deep Learning models (Neural Networks) entirely in your browser

  • deeplearning.net

    Variety of resources and pointers to information about Deep Learning

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  • Sebastian Ruder Articles

    Discussion of advanced topics and concepts

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  • Tools
  • deeplearning.ai Portal

    five-course specialization, programming assignments

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  • Keras Software Library

    high-level neural networks API, running on top of TensorFlow, CNTK, or Theano

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  • TensorFlow Framework

    Open-source, numerical computation

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  • PyTorch Framework

    open source deep learning platform that provides a seamless path from research prototyping to production deployment

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  • Caffe2 Software-framework

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  • Microsoft Cognitive Toolkit Software-framework

    Neural networks as a series of computational steps via a directed graph

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  • The AI Podcast Interviews

    guests, experts

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  • DeepLearning.TV Animations

    Concept videos showcasing the intuition behind Deep Learning methods, how to's, reviews of software libraries, applications, interviews

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  • MIT Deep Learning Lecture

    Deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence

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  • Neural Networks and Deep Learning Online Course

    the foundations of deep learning

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  • Enterprise Deep Learning with TensorFlow

    Building TensorFlow Applications, Deep Networks and Sequence Models, Convolutional Networks, Industry Applications

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  • Deep Learning Fundamentals Online Course

    series of concept videos explaining the idea behind every Deep Learning method

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  • Google Brain

    open-ended machine learning research

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  • Lex Fridman Research Scientist

    Human-centered AI and autonomous vehicles

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  • Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

    scikit-Learn, Keras, TensorFlow

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  • Neural Networks and Deep Learning Online Book

    Core concepts behind neural networks and deep learning

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  • Deep Learning Non-fictional

    An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.

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  • Information
  • Backpropagation Wikipedia

    Minimizing the cost function to train deep neural networks

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  • DeepLearning.TV Youtube Channel

    Concept videos showcasing the intuition behind Deep Learning methods, how to's, reviews of software libraries, applications, interviews

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  • Activation function Wikipedia

    defines the output of that node, or "neuron," given an input or set of inputs, it maps the resulting values into the desired range such as between 0 to 1 or -1 to 1

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  • deeplearning.net Blog

    Variety of resources and pointers to information about Deep Learning

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  • Multilayer perceptron Wikipedia

    a class of feedforward artificial neural network.

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  • Cross entropy Wikipedia

    Loss function

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  • Sebastian Ruder Blog

    Discussion of advanced topics and concepts

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  • Batch normalization Wikipedia

    A technique for improving the speed, performance, and stability of artificial neural networks. It is used to normalize the input layer by adjusting and scaling the activations

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  • Application
  • TensorFlow Playground

    educational visualization

    Upvote

  • Keras Software

    high-level neural networks API, running on top of TensorFlow, CNTK, or Theano

    Upvote

  • TensorFlow Software

    Open-source, numerical computation

    Upvote

  • PyTorch Software

    open source deep learning platform that provides a seamless path from research prototyping to production deployment

    Upvote

  • ConvNetJS

    Javascript library for training Deep Learning models (Neural Networks) entirely in your browser

    Upvote

  • Caffe2 Software

    Upvote

  • Microsoft Cognitive Toolkit Software

    Neural networks as a series of computational steps via a directed graph

    Upvote

  • Education
  • Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow

    scikit-Learn, Keras, TensorFlow

    Upvote

  • Neural Networks and Deep Learning

    Core concepts behind neural networks and deep learning

    Upvote

  • deeplearning.ai

    five-course specialization, programming assignments

    Upvote

  • Deep Learning

    An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.

    Upvote

  • Neural Networks and Deep Learning

    the foundations of deep learning

    Upvote

  • Warren McCulloch and Walter Pitts: A Logical Calculus of the Ideas Immanent in Nervous Activity

    threshold logic

    Upvote

  • Enterprise Deep Learning with TensorFlow

    Building TensorFlow Applications, Deep Networks and Sequence Models, Convolutional Networks, Industry Applications

    Upvote

  • Deep Learning Fundamentals

    series of concept videos explaining the idea behind every Deep Learning method

    Upvote

  • Other
  • MIT Deep Learning

    Deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence

    Upvote

  • The AI Podcast

    guests, experts

    Upvote

  • Lex Fridman

    Human-centered AI and autonomous vehicles

    Upvote

  • Entertainment
  • Google Brain

    open-ended machine learning research

    Upvote

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    Neural Networks